10.4: Neural Networks: Multilayer Perceptron Part 1 - The Nature of Code
309.1 هزار بار بازدید -
7 سال پیش
-
In this video, I move
In this video, I move beyond the Simple Perceptron and discuss what happens when you build multiple layers of interconnected perceptrons ("fully-connected network") for machine learning. Code: https://thecodingtrain.com/tracks/neu...
🎥 Previous: 10.3: Neural Networks: Perceptron Par...
🎥 Next: 10.5: Neural Networks: Multilayer Per...
References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...
🔗 Perceptrons: https://www.amazon.com/Perceptrons-In...
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...
🔗 My video on AND and OR: 3.3: Else and Else if, AND and OR - p...
🔗 My video on Perceptrons: 10.2: Neural Networks: Perceptron Par...
🔗 kwichmann's Learning XOR with a neural net: https://kwichmann.github.io/ml_sandbo...
Related Coding Challenges:
🚂 Coding Challenge #105: Polynomial Reg...
🚂 Coding Challenge #92: XOR Problem
Timestamps:
0:00 Introduction
1:54 Classification example
3:19 Perceptrons
3:48 Linearly separable problems
5:07 XOR
15:22 Outro
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 Website: https://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter: Twitter: thecodingtrain
📸 Instagram: Instagram: the.coding.train
🎥 Coding Challenges
🎥 Start learning here!
🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org
📄 Code of Conduct: https://github.com/CodingTrain/Code-o...
This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod...
#neuralnetworks #perceptron #javascript
🎥 Previous: 10.3: Neural Networks: Perceptron Par...
🎥 Next: 10.5: Neural Networks: Multilayer Per...
References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...
🔗 Perceptrons: https://www.amazon.com/Perceptrons-In...
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...
🔗 My video on AND and OR: 3.3: Else and Else if, AND and OR - p...
🔗 My video on Perceptrons: 10.2: Neural Networks: Perceptron Par...
🔗 kwichmann's Learning XOR with a neural net: https://kwichmann.github.io/ml_sandbo...
Related Coding Challenges:
🚂 Coding Challenge #105: Polynomial Reg...
🚂 Coding Challenge #92: XOR Problem
Timestamps:
0:00 Introduction
1:54 Classification example
3:19 Perceptrons
3:48 Linearly separable problems
5:07 XOR
15:22 Outro
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 Website: https://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter: Twitter: thecodingtrain
📸 Instagram: Instagram: the.coding.train
🎥 Coding Challenges
🎥 Start learning here!
🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org
📄 Code of Conduct: https://github.com/CodingTrain/Code-o...
This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod...
#neuralnetworks #perceptron #javascript
7 سال پیش
در تاریخ 1396/04/06 منتشر شده
است.
309,168
بـار بازدید شده